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researcher

Giulia Lioi

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

most citedEASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2022

Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding

Yassine El Ouahidi, Hugo Tessier, Giulia Lioi +3

Graph Signal Processing is a promising framework to manipulate brain signals as it allows to encompass the spatial dependencies between the activity in regions of interest in the b…

cs.LG2022★ 8 cited

EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

Yassir Bendou, Yuqing Hu, Raphael Lafargue +4

Few-shot learning aims at leveraging knowledge learned by one or more deep learning models, in order to obtain good classification performance on new problems, where only a few lab…

eess.SP2020

Gradients of Connectivity as Graph Fourier Bases of Brain Activity

Giulia Lioi, Vincent Gripon, Abdelbasset Brahim +2

The application of graph theory to model the complex structure and function of the brain has shed new light on its organization and function, prompting the emergence of network neu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.